The San Francisco Cab Drivers Association (SFCDA), an association for registered taxi drivers that promotes fair working conditions and business practice, reports that one-third of the 8,500 or so taxi drivers in San Francisco — over 2,800 — have ditched driving a registered cab in the last 12 months to drive for a private transportation startup like Uber, Lyft, or Sidecar instead.